niharikabalachandra / IntroNeuralNetworks

Introduction to Neural Networks

1. Digit Classification.ipynb: This iPython notebook goes over classification of handwritten digits from the MNIST dataset using Multinomial Logistic Regression. It is written in Python and executes using TensorFlow.

2. Digit Classification using CNN.ipynb: This iPython notebook goes over classification of handwritten digits from the MNIST dataset using Convolutional Neural Networks. It is written in Python and executes using TensorFlow.

References:

• https://www.tensorflow.org/get_started/mnist/beginners
• https://www.tensorflow.org/get_started/mnist/pros